GPT-Vis is a framework-agnostic visualization library built specifically for the LLM era. It provides markdown-like syntax that LLMs can directly generate, supports streaming rendering as AI models produce output, and gracefully handles incomplete or malformed data from AI systems. The library includes 26 chart types, built-in themes, and integrates with MCP (Model Context Protocol) servers for AI agent tool use.